Particle.news
Download on the App Store

Hospitals Back Human‑Validated AI Over Autonomous Systems, New Survey Finds

The November Reaction Data poll released by Carta Healthcare highlights safety worries about black‑box tools.

Overview

  • Nearly two‑thirds of respondents, 62.5%, identified misinterpretation of data as the top risk when AI runs without human oversight.
  • Three‑quarters of organizations rely on human validation of AI outputs and rate clinician involvement in design and deployment as critically important.
  • Only 12.5% said fully autonomous AI has delivered the most value to their organizations so far.
  • Half of respondents stated AI should augment human decision‑making rather than replace clinical tasks.
  • The findings come from a national online, opt‑in survey conducted in November 2025 by Reaction Data and released Dec. 16 by Carta Healthcare.